In this paper, a wideband dual-polarized magneto-electric (ME) dipole antenna with modified electric-dipole structure is proposed based on the cost-effective printed circuit board (PCB) technology for millimeter-wave (mmW) applications. A 3D-meandered electric-dipole design is adopted to enlarge the operating bandwidth without increasing the physical volume and footprint of the antenna structure. The developed dual-polarized antenna element demonstrates a wide overlapped impedance bandwidth of 54.5%, a decent isolation no less than 22 dB as well as stable radiation characteristics over the frequency band of interest. For proof-of-concept demonstration, a 2 × 2 dual-polarized ME-dipole array is designed, implemented, and measured. An overlapped impedance bandwidth of 46.3% (24.1-38.6 GHz), a gain up to 13 dBi, and nearly symmetric radiation patterns in the two main planes are experimentally obtained. The proposed dual-polarized antenna array possesses the advantages of wide operational band, low cost, ease of integration, and stable radiation characteristics that would be of interest for mmW applications.